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This fraction can be used to approximate the probability of observing a prehistoric sample with zero or one derived allele, conditional on observing 144 derived alleles in the extant sample.
The aim of the study is to derive conditional clearance levels (maximal specific mass activity of material allowing its recycling/clearance) for analyzed radionuclides ensuring that the detrimental impact on human health is kept on a negligible level.
The polymers were either isotactic or syndiotactic PP in the amorphous state, and the simulations were based on rotational isomeric state (RIS) theory combined with the largest eigenvalue method for deriving conditional bond probabilities.
This team used a corpus-driven approach to derive conditional probabilities of terms and the detect (56) complemented pattern matching with a sentence classification method relying on SVMs.
Figure 4B shows the distribution of the number of derived alleles in the prehistoric sample (conditional on 144 derived alleles in the extant sample).
In a first step, we derive these likelihood contributions conditional on the unobserved covariates V (see the Appendix section for the details of this derivation).
It was assumed that the sensors function independently of one another, and thus the likelihood functions associated with single sensors (Fig. 2A) were simply multiplied together to derive the probability distribution conditional on the whole population of sensors (Fig. 2E H).
Their algorithm is similar to ours in that both use computational shortcuts to derive the posterior distribution of the random effects conditional on the significant ones in each iteration.
This approach is distinct from previous work, which derived probability distributions that were not conditional on information known to be found within a neuron [e.g. 6].
In neither data set does this appear attributable to population structure because analyses conditional on the principal components derived from multi-dimensional scaling had negligible impact.3, 20 Nevertheless, to address our aims conservatively, all SNP P-values in the true data sets are corrected for λ.
As the source of the reported IDIF bias was not confirmed, the authors explain that the derived scale-factor may be "scan dependent, conditional on variations in VOI size and placement, heart size, breathing pattern, and subject motion.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com